Skip to content

Boaship/mff_baseline

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

28 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

mff_baseline

MFF baseline collection

DATA available at http://www.mathworks.com/matlabcentral/fileexchange/50938-a-benchmark-case-for-statistical-process-monitoring-cranfield-multiphase-flow-facility

CVA.py: CVA is achieved by python according to the source code (Matlab). However, There are differents in performances between the code replication and source code, which may be due to differences in inverse and SVD decomposition between Matlab and Python

VICVA: CVA trained by VI from the perspective of probabilistic modeling. Because of the limitation of our computers, downsampling is performaned to reduce the computation burden. Detailed introductions about model training and process monitoring are presented in ./tutorial/vi_cva.md

About

MFF baseline collection

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages